Simulation basics

Simulazione statistica in Python

Tushar Shanker

Data Scientist

Simulations

Framework for modeling real-world events.

  • Characterized by repeated random sampling.
Simulazione statistica in Python

Simulations

Framework for modeling real-world events.

  • Characterized by repeated random sampling.
  • Gives us an approximate solution.
Simulazione statistica in Python

Simulations

Framework for modeling real-world events.

  • Characterized by repeated random sampling.
  • Gives us an approximate solution.
  • Can help solve complex problems.
Simulazione statistica in Python

Simulation steps

  1. Define possible outcomes for random variables.
  2. Assign probabilities.
  3. Define relationships between random variables.
Simulazione statistica in Python

Simulation steps

  1. Define possible outcomes for random variables.
  2. Assign probabilities.
  3. Define relationships between random variables.
  4. Get multiple outcomes by repeated random sampling.
  5. Analyze sample outcomes.
Simulazione statistica in Python

Simulating the dice game

Dice Game Simulation

Simulazione statistica in Python

Simulating the dice game

Dice Game Simulation

Simulazione statistica in Python

Simulating the dice game

Dice Game Simulation

Simulazione statistica in Python

Let's practice!

Simulazione statistica in Python

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